Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model
In this paper, we study the resource allocation for simultaneous wireless information and power transfer (SWIPT) systems with the nonlinear energy harvesting (EH) model. A simple optimal resource allocation scheme based on the time slot switching is proposed to maximize the average achievable rate f...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Hindawi-Wiley
2021-01-01
|
Series: | Wireless Communications and Mobile Computing |
Online Access: | http://dx.doi.org/10.1155/2021/5576356 |
id |
doaj-1368719a13114bcbafd017a8374048d2 |
---|---|
record_format |
Article |
spelling |
doaj-1368719a13114bcbafd017a8374048d22021-04-19T00:05:43ZengHindawi-WileyWireless Communications and Mobile Computing1530-86772021-01-01202110.1155/2021/5576356Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting ModelYifan Hu0Mingang Liu1Yizhi Feng2School of Electronic and Information EngineeringSchool of Electronic and Information EngineeringSchool of Electronic and Information EngineeringIn this paper, we study the resource allocation for simultaneous wireless information and power transfer (SWIPT) systems with the nonlinear energy harvesting (EH) model. A simple optimal resource allocation scheme based on the time slot switching is proposed to maximize the average achievable rate for the SWIPT systems. The optimal resource allocation is formulated as a nonconvex optimization problem, which is the combination of a series of nonconvex problems due to the binary feature of the time slot-switching ratio. The optimal problem is then solved by using the time-sharing strong duality theorem and Lagrange dual method. It is found that with the proposed optimal resource allocation scheme, the receiver should perform EH in the region of medium signal-to-noise ratio (SNR), whereas switching to information decoding (ID) is performed when the SNR is larger or smaller. The proposed resource allocation scheme is compared with the traditional time switching (TS) resource allocation scheme for the SWIPT systems with the nonlinear EH model. Numerical results show that the proposed resource allocation scheme significantly improves the system performance in energy efficiency.http://dx.doi.org/10.1155/2021/5576356 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yifan Hu Mingang Liu Yizhi Feng |
spellingShingle |
Yifan Hu Mingang Liu Yizhi Feng Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model Wireless Communications and Mobile Computing |
author_facet |
Yifan Hu Mingang Liu Yizhi Feng |
author_sort |
Yifan Hu |
title |
Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model |
title_short |
Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model |
title_full |
Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model |
title_fullStr |
Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model |
title_full_unstemmed |
Resource Allocation for SWIPT Systems with Nonlinear Energy Harvesting Model |
title_sort |
resource allocation for swipt systems with nonlinear energy harvesting model |
publisher |
Hindawi-Wiley |
series |
Wireless Communications and Mobile Computing |
issn |
1530-8677 |
publishDate |
2021-01-01 |
description |
In this paper, we study the resource allocation for simultaneous wireless information and power transfer (SWIPT) systems with the nonlinear energy harvesting (EH) model. A simple optimal resource allocation scheme based on the time slot switching is proposed to maximize the average achievable rate for the SWIPT systems. The optimal resource allocation is formulated as a nonconvex optimization problem, which is the combination of a series of nonconvex problems due to the binary feature of the time slot-switching ratio. The optimal problem is then solved by using the time-sharing strong duality theorem and Lagrange dual method. It is found that with the proposed optimal resource allocation scheme, the receiver should perform EH in the region of medium signal-to-noise ratio (SNR), whereas switching to information decoding (ID) is performed when the SNR is larger or smaller. The proposed resource allocation scheme is compared with the traditional time switching (TS) resource allocation scheme for the SWIPT systems with the nonlinear EH model. Numerical results show that the proposed resource allocation scheme significantly improves the system performance in energy efficiency. |
url |
http://dx.doi.org/10.1155/2021/5576356 |
work_keys_str_mv |
AT yifanhu resourceallocationforswiptsystemswithnonlinearenergyharvestingmodel AT mingangliu resourceallocationforswiptsystemswithnonlinearenergyharvestingmodel AT yizhifeng resourceallocationforswiptsystemswithnonlinearenergyharvestingmodel |
_version_ |
1714674064291790848 |